gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	35
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.7 KiB
Average record size in memory	136.8 B

Variable types

Categorical	1
Text	1
Numeric	13

Dataset

Description	전국 경찰관서에 고소, 고발, 인지 등으로 형사입건된 사건의 발생, 검거, 피의자에 대한 죄종별 분석 현황
Author	경찰청
URL	https://www.data.go.kr/data/3074452/fileData.do

Alerts

`현행범` is highly overall correlated with `신고-피해자신고` and 10 other fields	High correlation
`신고-피해자신고` is highly overall correlated with `현행범` and 10 other fields	High correlation
`신고-고소` is highly overall correlated with `현행범` and 5 other fields	High correlation
`신고-고발` is highly overall correlated with `신고-진정,투서` and 3 other fields	High correlation
`신고-자수` is highly overall correlated with `현행범` and 10 other fields	High correlation
`신고-진정,투서` is highly overall correlated with `현행범` and 10 other fields	High correlation
`신고-타인신고` is highly overall correlated with `현행범` and 9 other fields	High correlation
`미신고-불심검문` is highly overall correlated with `현행범` and 10 other fields	High correlation
`미신고-피해품발견` is highly overall correlated with `현행범` and 10 other fields	High correlation
`미신고-변사체` is highly overall correlated with `신고-자수` and 1 other fields	High correlation
`미신고-탐문정보` is highly overall correlated with `현행범` and 10 other fields	High correlation
`미신고-여죄` is highly overall correlated with `현행범` and 10 other fields	High correlation
`미신고-기타` is highly overall correlated with `현행범` and 10 other fields	High correlation
`대분류` is highly overall correlated with `현행범` and 10 other fields	High correlation
`중분류` has unique values	Unique
`신고-고소` has unique values	Unique
`현행범` has 4 (11.4%) zeros	Zeros
`신고-피해자신고` has 1 (2.9%) zeros	Zeros
`신고-고발` has 3 (8.6%) zeros	Zeros
`신고-자수` has 8 (22.9%) zeros	Zeros
`신고-진정,투서` has 1 (2.9%) zeros	Zeros
`미신고-불심검문` has 9 (25.7%) zeros	Zeros
`미신고-피해품발견` has 20 (57.1%) zeros	Zeros
`미신고-변사체` has 22 (62.9%) zeros	Zeros
`미신고-탐문정보` has 1 (2.9%) zeros	Zeros
`미신고-여죄` has 4 (11.4%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 09:31:15.148343
Analysis finished	2023-12-12 09:31:35.956256
Duration	20.81 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

대분류
Categorical

HIGH CORRELATION

Distinct	14
Distinct (%)	40.0%
Missing	0
Missing (%)	0.0%
Memory size	412.0 B

지능범죄	9
강력범죄	7
폭력범죄	7
풍속범죄	2
절도범죄	1
Other values (9)	9

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	10 ?
Unique (%)	28.6%

Sample

1st row	강력범죄
2nd row	강력범죄
3rd row	강력범죄
4th row	강력범죄
5th row	강력범죄

Common Values

Value	Count	Frequency (%)
지능범죄	9	25.7%
강력범죄	7	20.0%
폭력범죄	7	20.0%
풍속범죄	2	5.7%
절도범죄	1	2.9%
마약범죄	1	2.9%
보건범죄	1	2.9%
환경범죄	1	2.9%
교통범죄	1	2.9%
노동범죄	1	2.9%
Other values (4)	4	11.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
지능범죄	9	25.7%
강력범죄	7	20.0%
폭력범죄	7	20.0%
풍속범죄	2	5.7%
절도범죄	1	2.9%
마약범죄	1	2.9%
보건범죄	1	2.9%
환경범죄	1	2.9%
교통범죄	1	2.9%
노동범죄	1	2.9%
Other values (4)	4	11.4%

중분류
Text

UNIQUE

Distinct	35
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	412.0 B

Length

Max length	11
Median length	6
Mean length	3.7142857
Min length	2

Characters and Unicode

Total characters	130
Distinct characters	71
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	35 ?
Unique (%)	100.0%

Sample

1st row	살인미수등
2nd row	강도
3rd row	강간
4th row	유사강간
5th row	강제추행

Value	Count	Frequency (%)
강간	2	5.0%
살인미수등	1	2.5%
통화	1	2.5%
보건범죄	1	2.5%
유가증권인지	1	2.5%
사기	1	2.5%
횡령	1	2.5%
배임	1	2.5%
성풍속범죄	1	2.5%
도박범죄	1	2.5%
Other values (29)	29	72.5%

Most occurring characters

Value	Count	Frequency (%)
죄	11	8.5%
범	11	8.5%
강	6	4.6%
	5	3.8%
기	4	3.1%
인	4	3.1%
유	4	3.1%
등	3	2.3%
행	3	2.3%
도	3	2.3%
Other values (61)	76	58.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	125	96.2%
Space Separator	5	3.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
죄	11	8.8%
범	11	8.8%
강	6	4.8%
기	4	3.2%
인	4	3.2%
유	4	3.2%
등	3	2.4%
행	3	2.4%
도	3	2.4%
간	3	2.4%
Other values (60)	73	58.4%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	125	96.2%
Common	5	3.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
죄	11	8.8%
범	11	8.8%
강	6	4.8%
기	4	3.2%
인	4	3.2%
유	4	3.2%
등	3	2.4%
행	3	2.4%
도	3	2.4%
간	3	2.4%
Other values (60)	73	58.4%

Common

Value	Count	Frequency (%)
	5	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	125	96.2%
ASCII	5	3.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
죄	11	8.8%
범	11	8.8%
강	6	4.8%
기	4	3.2%
인	4	3.2%
유	4	3.2%
등	3	2.4%
행	3	2.4%
도	3	2.4%
간	3	2.4%
Other values (60)	73	58.4%

ASCII

Value	Count	Frequency (%)
	5	100.0%

현행범
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	88.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2550.8571

Minimum	0
Maximum	29674
Zeros	4
Zeros (%)	11.4%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	16
median	290
Q3	2786
95-th percentile	9845.7
Maximum	29674
Range	29674
Interquartile range (IQR)	2770

Descriptive statistics

Standard deviation	5583.2138
Coefficient of variation (CV)	2.1887599
Kurtosis	16.612903
Mean	2550.8571
Median Absolute Deviation (MAD)	284
Skewness	3.7381426
Sum	89280
Variance	31172276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	4	11.4%
22	2	5.7%
248	1	2.9%
1798	1	2.9%
1	1	2.9%
9095	1	2.9%
355	1	2.9%
2295	1	2.9%
312	1	2.9%
3	1	2.9%
Other values (21)	21	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	11.4%
1	1	2.9%
3	1	2.9%
6	1	2.9%
9	1	2.9%
10	1	2.9%
22	2	5.7%
24	1	2.9%
46	1	2.9%
59	1	2.9%

Value	Count	Frequency (%)
29674	1	2.9%
10727	1	2.9%
9468	1	2.9%
9095	1	2.9%
6631	1	2.9%
4572	1	2.9%
4182	1	2.9%
4104	1	2.9%
3277	1	2.9%
2295	1	2.9%

신고-피해자신고
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17158.371

Minimum	0
Maximum	281153
Zeros	1
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	1.7
Q1	31
median	388
Q3	6469.5
95-th percentile	78051.4
Maximum	281153
Range	281153
Interquartile range (IQR)	6438.5

Descriptive statistics

Standard deviation	53673.081
Coefficient of variation (CV)	3.1280988
Kurtosis	18.964108
Mean	17158.371
Median Absolute Deviation (MAD)	384
Skewness	4.2635664
Sum	600543
Variance	2.8807996 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
15	2	5.7%
251	2	5.7%
106	1	2.9%
44	1	2.9%
21087	1	2.9%
26340	1	2.9%
3268	1	2.9%
84	1	2.9%
388	1	2.9%
281153	1	2.9%
Other values (23)	23	65.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.9%
1	1	2.9%
2	1	2.9%
3	1	2.9%
4	1	2.9%
15	2	5.7%
16	1	2.9%
18	1	2.9%
44	1	2.9%
69	1	2.9%

Value	Count	Frequency (%)
281153	1	2.9%
158725	1	2.9%
43477	1	2.9%
26340	1	2.9%
24056	1	2.9%
21087	1	2.9%
16077	1	2.9%
6658	1	2.9%
6583	1	2.9%
6356	1	2.9%

신고-고소
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	35
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6019.0286

Minimum	2
Maximum	102204
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	2
5-th percentile	10.1
Q1	41.5
median	342
Q3	2533.5
95-th percentile	27204
Maximum	102204
Range	102202
Interquartile range (IQR)	2492

Descriptive statistics

Standard deviation	19094.941
Coefficient of variation (CV)	3.1724291
Kurtosis	20.537582
Mean	6019.0286
Median Absolute Deviation (MAD)	330
Skewness	4.4161112
Sum	210666
Variance	3.6461679 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
30	1	2.9%
46	1	2.9%
166	1	2.9%
102204	1	2.9%
16422	1	2.9%
3384	1	2.9%
788	1	2.9%
12	1	2.9%
8	1	2.9%
363	1	2.9%
Other values (25)	25	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	2.9%
8	1	2.9%
11	1	2.9%
12	1	2.9%
15	1	2.9%
16	1	2.9%
19	1	2.9%
30	1	2.9%
37	1	2.9%
46	1	2.9%

Value	Count	Frequency (%)
102204	1	2.9%
52362	1	2.9%
16422	1	2.9%
9910	1	2.9%
7431	1	2.9%
3478	1	2.9%
3454	1	2.9%
3384	1	2.9%
2948	1	2.9%
2119	1	2.9%

신고-고발
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	30
Distinct (%)	85.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1582.4571

Minimum	0
Maximum	24657
Zeros	3
Zeros (%)	8.6%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	11
median	52
Q3	421
95-th percentile	8687
Maximum	24657
Range	24657
Interquartile range (IQR)	410

Descriptive statistics

Standard deviation	4950.9027
Coefficient of variation (CV)	3.1286172
Kurtosis	16.218737
Mean	1582.4571
Median Absolute Deviation (MAD)	51
Skewness	4.0076586
Sum	55386
Variance	24511437
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	3	8.6%
11	2	5.7%
2	2	5.7%
25	2	5.7%
316	1	2.9%
52	1	2.9%
115	1	2.9%
5321	1	2.9%
2140	1	2.9%
1877	1	2.9%
Other values (20)	20	57.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	8.6%
1	1	2.9%
2	2	5.7%
5	1	2.9%
6	1	2.9%
11	2	5.7%
15	1	2.9%
17	1	2.9%
25	2	5.7%
33	1	2.9%

Value	Count	Frequency (%)
24657	1	2.9%
16541	1	2.9%
5321	1	2.9%
2140	1	2.9%
1877	1	2.9%
1001	1	2.9%
953	1	2.9%
747	1	2.9%
461	1	2.9%
381	1	2.9%

신고-자수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	51.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	299.37143

Minimum	0
Maximum	9575
Zeros	8
Zeros (%)	22.9%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	21
95-th percentile	215.5
Maximum	9575
Range	9575
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	1615.0396
Coefficient of variation (CV)	5.3947688
Kurtosis	34.899912
Mean	299.37143
Median Absolute Deviation (MAD)	4
Skewness	5.9038971
Sum	10478
Variance	2608353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	8	22.9%
1	6	17.1%
4	3	8.6%
2	3	8.6%
5	2	5.7%
48	1	2.9%
193	1	2.9%
9575	1	2.9%
268	1	2.9%
72	1	2.9%
Other values (8)	8	22.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	22.9%
1	6	17.1%
2	3	8.6%
4	3	8.6%
5	2	5.7%
7	1	2.9%
8	1	2.9%
9	1	2.9%
10	1	2.9%
32	1	2.9%

Value	Count	Frequency (%)
9575	1	2.9%
268	1	2.9%
193	1	2.9%
136	1	2.9%
72	1	2.9%
48	1	2.9%
44	1	2.9%
42	1	2.9%
32	1	2.9%
10	1	2.9%

신고-진정,투서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	32
Distinct (%)	91.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3478.9429

Minimum	0
Maximum	94020
Zeros	1
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	2.7
Q1	11
median	82
Q3	592
95-th percentile	6407.1
Maximum	94020
Range	94020
Interquartile range (IQR)	581

Descriptive statistics

Standard deviation	15947.073
Coefficient of variation (CV)	4.5838847
Kurtosis	33.191646
Mean	3478.9429
Median Absolute Deviation (MAD)	80
Skewness	5.7111087
Sum	121763
Variance	2.5430913 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
5	2	5.7%
19	2	5.7%
11	2	5.7%
0	1	2.9%
600	1	2.9%
2943	1	2.9%
81	1	2.9%
559	1	2.9%
226	1	2.9%
82	1	2.9%
Other values (22)	22	62.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.9%
2	1	2.9%
3	1	2.9%
4	1	2.9%
5	2	5.7%
7	1	2.9%
8	1	2.9%
11	2	5.7%
18	1	2.9%
19	2	5.7%

Value	Count	Frequency (%)
94020	1	2.9%
14490	1	2.9%
2943	1	2.9%
2296	1	2.9%
1748	1	2.9%
830	1	2.9%
761	1	2.9%
604	1	2.9%
600	1	2.9%
584	1	2.9%

신고-타인신고
Real number (ℝ)

HIGH CORRELATION

Distinct	32
Distinct (%)	91.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2916.4571

Minimum	1
Maximum	60959
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	1
5-th percentile	1.7
Q1	41.5
median	298
Q3	902
95-th percentile	8996.3
Maximum	60959
Range	60958
Interquartile range (IQR)	860.5

Descriptive statistics

Standard deviation	10806.217
Coefficient of variation (CV)	3.7052547
Kurtosis	26.334097
Mean	2916.4571
Median Absolute Deviation (MAD)	293
Skewness	5.0156301
Sum	102076
Variance	1.1677432 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2	2	5.7%
1	2	5.7%
5	2	5.7%
2244	1	2.9%
7	1	2.9%
558	1	2.9%
414	1	2.9%
693	1	2.9%
595	1	2.9%
298	1	2.9%
Other values (22)	22	62.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	5.7%
2	2	5.7%
5	2	5.7%
7	1	2.9%
23	1	2.9%
40	1	2.9%
43	1	2.9%
55	1	2.9%
59	1	2.9%
81	1	2.9%

Value	Count	Frequency (%)
60959	1	2.9%
22836	1	2.9%
3065	1	2.9%
2415	1	2.9%
2244	1	2.9%
2169	1	2.9%
1038	1	2.9%
974	1	2.9%
914	1	2.9%
890	1	2.9%

미신고-불심검문
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	19
Distinct (%)	54.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6785.1714

Minimum	0
Maximum	200279
Zeros	9
Zeros (%)	25.7%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
median	3
Q3	65
95-th percentile	11034.4
Maximum	200279
Range	200279
Interquartile range (IQR)	64.5

Descriptive statistics

Standard deviation	34197.697
Coefficient of variation (CV)	5.0400638
Kurtosis	32.702519
Mean	6785.1714
Median Absolute Deviation (MAD)	3
Skewness	5.6611254
Sum	237481
Variance	1.1694825 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	9	25.7%
3	5	14.3%
1	4	11.4%
2	2	5.7%
37	1	2.9%
35519	1	2.9%
14	1	2.9%
200279	1	2.9%
98	1	2.9%
219	1	2.9%
Other values (9)	9	25.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	25.7%
1	4	11.4%
2	2	5.7%
3	5	14.3%
5	1	2.9%
9	1	2.9%
14	1	2.9%
35	1	2.9%
37	1	2.9%
61	1	2.9%

Value	Count	Frequency (%)
200279	1	2.9%
35519	1	2.9%
541	1	2.9%
241	1	2.9%
219	1	2.9%
198	1	2.9%
133	1	2.9%
98	1	2.9%
69	1	2.9%
61	1	2.9%

미신고-피해품발견
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	28.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.228571

Minimum	0
Maximum	956
Zeros	20
Zeros (%)	57.1%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3.5
95-th percentile	224.3
Maximum	956
Range	956
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	168.83059
Coefficient of variation (CV)	3.9055326
Kurtosis	26.867037
Mean	43.228571
Median Absolute Deviation (MAD)	0
Skewness	5.0266445
Sum	1513
Variance	28503.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	20	57.1%
1	5	14.3%
4	3	8.6%
956	1	2.9%
3	1	2.9%
6	1	2.9%
281	1	2.9%
13	1	2.9%
37	1	2.9%
200	1	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	57.1%
1	5	14.3%
3	1	2.9%
4	3	8.6%
6	1	2.9%
13	1	2.9%
37	1	2.9%
200	1	2.9%
281	1	2.9%
956	1	2.9%

Value	Count	Frequency (%)
956	1	2.9%
281	1	2.9%
200	1	2.9%
37	1	2.9%
13	1	2.9%
6	1	2.9%
4	3	8.6%
3	1	2.9%
1	5	14.3%
0	20	57.1%

미신고-변사체
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	20.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.457143

Minimum	0
Maximum	347
Zeros	22
Zeros (%)	62.9%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	17.3
Maximum	347
Range	347
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	58.530205
Coefficient of variation (CV)	5.1086214
Kurtosis	34.622584
Mean	11.457143
Median Absolute Deviation (MAD)	0
Skewness	5.8708255
Sum	401
Variance	3425.7849
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	22	62.9%
1	5	14.3%
2	3	8.6%
4	2	5.7%
17	1	2.9%
18	1	2.9%
347	1	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	62.9%
1	5	14.3%
2	3	8.6%
4	2	5.7%
17	1	2.9%
18	1	2.9%
347	1	2.9%

Value	Count	Frequency (%)
347	1	2.9%
18	1	2.9%
17	1	2.9%
4	2	5.7%
2	3	8.6%
1	5	14.3%
0	22	62.9%

미신고-탐문정보
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1200.6571

Minimum	0
Maximum	13597
Zeros	1
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	5
Q1	34.5
median	198
Q3	1133.5
95-th percentile	4432.7
Maximum	13597
Range	13597
Interquartile range (IQR)	1099

Descriptive statistics

Standard deviation	2591.22
Coefficient of variation (CV)	2.1581681
Kurtosis	16.225088
Mean	1200.6571
Median Absolute Deviation (MAD)	192
Skewness	3.8013141
Sum	42023
Variance	6714420.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
5	2	5.7%
13	1	2.9%
2866	1	2.9%
6	1	2.9%
2715	1	2.9%
1425	1	2.9%
152	1	2.9%
2240	1	2.9%
3203	1	2.9%
1620	1	2.9%
Other values (24)	24	68.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.9%
5	2	5.7%
6	1	2.9%
13	1	2.9%
14	1	2.9%
20	1	2.9%
21	1	2.9%
34	1	2.9%
35	1	2.9%
67	1	2.9%

Value	Count	Frequency (%)
13597	1	2.9%
7302	1	2.9%
3203	1	2.9%
2866	1	2.9%
2715	1	2.9%
2240	1	2.9%
1620	1	2.9%
1499	1	2.9%
1425	1	2.9%
842	1	2.9%

미신고-여죄
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	82.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1308.6857

Minimum	0
Maximum	20593
Zeros	4
Zeros (%)	11.4%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	72
Q3	386.5
95-th percentile	8398.8
Maximum	20593
Range	20593
Interquartile range (IQR)	382.5

Descriptive statistics

Standard deviation	4052.0138
Coefficient of variation (CV)	3.0962467
Kurtosis	16.511212
Mean	1308.6857
Median Absolute Deviation (MAD)	72
Skewness	3.9815203
Sum	45804
Variance	16418816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	4	11.4%
4	2	5.7%
11	2	5.7%
3	2	5.7%
7	1	2.9%
165	1	2.9%
20593	1	2.9%
2	1	2.9%
63	1	2.9%
390	1	2.9%
Other values (19)	19	54.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	11.4%
1	1	2.9%
2	1	2.9%
3	2	5.7%
4	2	5.7%
7	1	2.9%
10	1	2.9%
11	2	5.7%
46	1	2.9%
63	1	2.9%

Value	Count	Frequency (%)
20593	1	2.9%
11931	1	2.9%
6885	1	2.9%
1275	1	2.9%
987	1	2.9%
793	1	2.9%
628	1	2.9%
405	1	2.9%
390	1	2.9%
383	1	2.9%

미신고-기타
Real number (ℝ)

HIGH CORRELATION

Distinct	32
Distinct (%)	91.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2881.4857

Minimum	6
Maximum	40066
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	6
5-th percentile	9
Q1	25
median	191
Q3	788
95-th percentile	14351
Maximum	40066
Range	40060
Interquartile range (IQR)	763

Descriptive statistics

Standard deviation	8915.9174
Coefficient of variation (CV)	3.0942084
Kurtosis	14.258822
Mean	2881.4857
Median Absolute Deviation (MAD)	176
Skewness	3.8806389
Sum	100852
Variance	79493583
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
25	2	5.7%
20	2	5.7%
9	2	5.7%
193	1	2.9%
61	1	2.9%
1587	1	2.9%
4949	1	2.9%
2589	1	2.9%
2779	1	2.9%
817	1	2.9%
Other values (22)	22	62.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	2.9%
9	2	5.7%
11	1	2.9%
20	2	5.7%
23	1	2.9%
24	1	2.9%
25	2	5.7%
31	1	2.9%
37	1	2.9%
44	1	2.9%

Value	Count	Frequency (%)
40066	1	2.9%
36289	1	2.9%
4949	1	2.9%
3981	1	2.9%
3352	1	2.9%
2779	1	2.9%
2589	1	2.9%
1587	1	2.9%
817	1	2.9%
759	1	2.9%

Phik (φk)
Auto

Heatmap
Table

	대분류	중분류	현행범	신고-피해자신고	신고-고소	신고-고발	신고-자수	신고-진정,투서	신고-타인신고	미신고-불심검문	미신고-피해품발견	미신고-변사체	미신고-탐문정보	미신고-여죄	미신고-기타
대분류	1.000	1.000	0.843	0.884	0.306	1.000	1.000	0.700	1.000	1.000	0.890	1.000	0.924	0.877	0.877
중분류	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
현행범	0.843	1.000	1.000	0.730	0.674	0.578	0.293	0.773	0.750	0.750	0.817	1.000	0.945	0.872	0.525
신고-피해자신고	0.884	1.000	0.730	1.000	0.000	0.000	1.000	0.000	0.649	0.649	0.650	0.000	0.578	0.862	0.424
신고-고소	0.306	1.000	0.674	0.000	1.000	0.862	0.000	1.000	0.649	0.649	0.649	1.000	0.685	0.978	0.424
신고-고발	1.000	1.000	0.578	0.000	0.862	1.000	0.000	0.649	0.649	0.649	0.424	1.000	0.633	0.862	0.424
신고-자수	1.000	1.000	0.293	1.000	0.000	0.000	1.000	0.000	1.000	1.000	0.000	0.000	0.000	0.000	0.432
신고-진정,투서	0.700	1.000	0.773	0.000	1.000	0.649	0.000	1.000	0.934	0.934	0.783	1.000	0.736	1.000	0.783
신고-타인신고	1.000	1.000	0.750	0.649	0.649	0.649	1.000	0.934	1.000	1.000	0.783	1.000	0.686	0.649	0.934
미신고-불심검문	1.000	1.000	0.750	0.649	0.649	0.649	1.000	0.934	1.000	1.000	0.783	1.000	0.686	0.649	0.934
미신고-피해품발견	0.890	1.000	0.817	0.650	0.649	0.424	0.000	0.783	0.783	0.783	1.000	0.432	0.838	0.788	0.556
미신고-변사체	1.000	1.000	1.000	0.000	1.000	1.000	0.000	1.000	1.000	1.000	0.432	1.000	1.000	1.000	0.432
미신고-탐문정보	0.924	1.000	0.945	0.578	0.685	0.633	0.000	0.736	0.686	0.686	0.838	1.000	1.000	0.851	0.675
미신고-여죄	0.877	1.000	0.872	0.862	0.978	0.862	0.000	1.000	0.649	0.649	0.788	1.000	0.851	1.000	0.424
미신고-기타	0.877	1.000	0.525	0.424	0.424	0.424	0.432	0.783	0.934	0.934	0.556	0.432	0.675	0.424	1.000

Heatmap
Table

	현행범	신고-피해자신고	신고-고소	신고-고발	신고-자수	신고-진정,투서	신고-타인신고	미신고-불심검문	미신고-피해품발견	미신고-변사체	미신고-탐문정보	미신고-여죄	미신고-기타	대분류
현행범	1.000	0.894	0.558	0.048	0.834	0.560	0.890	0.671	0.640	0.464	0.707	0.690	0.721	0.531
신고-피해자신고	0.894	1.000	0.623	0.061	0.754	0.638	0.811	0.577	0.736	0.368	0.584	0.621	0.635	0.595
신고-고소	0.558	0.623	1.000	0.322	0.447	0.694	0.447	0.432	0.557	-0.007	0.520	0.506	0.408	0.099
신고-고발	0.048	0.061	0.322	1.000	0.245	0.677	0.268	0.609	0.406	-0.151	0.356	0.376	0.546	0.823
신고-자수	0.834	0.754	0.447	0.245	1.000	0.585	0.868	0.730	0.735	0.540	0.743	0.747	0.834	0.798
신고-진정,투서	0.560	0.638	0.694	0.677	0.585	1.000	0.662	0.719	0.752	0.010	0.651	0.623	0.789	0.412
신고-타인신고	0.890	0.811	0.447	0.268	0.868	0.662	1.000	0.779	0.690	0.493	0.719	0.731	0.854	0.810
미신고-불심검문	0.671	0.577	0.432	0.609	0.730	0.719	0.779	1.000	0.639	0.250	0.773	0.787	0.880	0.810
미신고-피해품발견	0.640	0.736	0.557	0.406	0.735	0.752	0.690	0.639	1.000	0.230	0.555	0.551	0.699	0.637
미신고-변사체	0.464	0.368	-0.007	-0.151	0.540	0.010	0.493	0.250	0.230	1.000	0.344	0.273	0.338	0.798
미신고-탐문정보	0.707	0.584	0.520	0.356	0.743	0.651	0.719	0.773	0.555	0.344	1.000	0.840	0.831	0.662
미신고-여죄	0.690	0.621	0.506	0.376	0.747	0.623	0.731	0.787	0.551	0.273	0.840	1.000	0.820	0.585
미신고-기타	0.721	0.635	0.408	0.546	0.834	0.789	0.854	0.880	0.699	0.338	0.831	0.820	1.000	0.618
대분류	0.531	0.595	0.099	0.823	0.798	0.412	0.810	0.810	0.637	0.798	0.662	0.585	0.618	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	대분류	중분류	현행범	신고-피해자신고	신고-고소	신고-고발	신고-자수	신고-진정,투서	신고-타인신고	미신고-불심검문	미신고-피해품발견	미신고-변사체	미신고-탐문정보	미신고-여죄	미신고-기타
0	강력범죄	살인미수등	248	106	30	0	4	0	126	1	0	1	13	4	25
1	강력범죄	강도	185	611	46	1	2	8	81	1	0	4	139	46	25
2	강력범죄	강간	476	1937	1247	6	5	76	376	1	0	4	842	64	121
3	강력범죄	유사강간	59	251	110	0	0	5	40	0	0	0	94	4	20
4	강력범죄	강제추행	4182	6658	2119	43	10	196	890	35	1	0	1499	165	256
5	강력범죄	기타 강간 강제추행등	46	178	49	2	2	3	43	0	0	2	67	7	9
6	강력범죄	방화	502	552	15	0	5	2	354	2	0	1	14	11	44
7	절도범죄	절도	6631	158725	2948	55	136	1748	2415	541	956	2	13597	11931	3352
8	폭력범죄	상해	10727	24056	9910	33	44	761	3065	5	4	17	620	72	714
9	폭력범죄	체포 감금	302	508	293	15	0	18	113	1	0	0	34	10	24

	대분류	중분류	현행범	신고-피해자신고	신고-고소	신고-고발	신고-자수	신고-진정,투서	신고-타인신고	미신고-불심검문	미신고-피해품발견	미신고-변사체	미신고-탐문정보	미신고-여죄	미신고-기타
25	풍속범죄	도박범죄	1798	251	12	25	72	226	2244	37	0	1	3203	628	4949
26	마약범죄	마약범죄	312	84	8	115	268	11	595	61	13	2	2866	405	2589
27	보건범죄	보건범죄	406	388	363	5321	4	600	2169	219	0	0	1620	793	2779
28	환경범죄	환경범죄	10	44	55	2140	1	82	296	98	0	0	155	1275	193
29	교통범죄	교통범죄	4572	281153	575	1877	9575	584	60959	200279	37	18	316	390	40066
30	노동범죄	노동범죄	22	16	47	381	1	273	94	14	0	1	728	63	817
31	안보범죄	안보범죄	6	4	11	5	1	4	5	0	0	0	5	3	37
32	선거범죄	선거범죄	24	18	86	461	1	40	59	3	0	0	255	2	69
33	병역범죄	병역범죄	0	3	19	16541	0	60	2	3	0	0	0	0	23
34	기타범죄	기타범죄	29674	16077	52362	24657	193	14490	22836	35519	200	347	7302	20593	36289

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample